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mlgruby / 00 - Cursor AI Prompting Rules.md
Created July 9, 2025 12:30 — forked from aashari/00 - Cursor AI Prompting Rules.md
Cursor AI Prompting Rules - This gist provides structured prompting rules for optimizing Cursor AI interactions. It includes three key files to streamline AI behavior for different tasks.

Cursor AI Prompting Framework — Usage Guide

A disciplined, evidence-first workflow for autonomous code agents

1 · Install the Operational Doctrine

The Cursor Operational Doctrine (file core.md) encodes the agent’s always-on principles—reconnaissance before action, empirical validation over conjecture, strict command-execution hygiene, and zero-assumption stewardship.

@mlgruby
mlgruby / 4b940a34-966a-4814-9d18-d658e360fa69.json
Created October 9, 2023 14:23
{
"name": "hairstyles_split_09_2023",
"id": "5E11AD9C-0645-47AF-9A7A-9C5B744CE352",
"description": "Experiment for defining the behaviour of the split Hairstyles feature.",
"type": "AB_TEST",
"revision": 5,
"variants": [
{
"canonicalName": "baseline",
@mlgruby
mlgruby / 8b74aa7d-cf44-4266-86d9-b75134ba3a46.json
Created October 5, 2023 07:44
{
"name": "hair_spilt_and_hair_multiple_10_2023",
"description": "Excludes The Hairstyle split and Hairstyle multiple results experiments from running in the same time",
"type": "AB_TEST",
"variants": [
{
"canonicalName": "baseline",
"displayName": "Baseline",
"description": "Baseline variant",
@mlgruby
mlgruby / 38baa6eb-7da3-4274-93e8-6312af3b6b08.json
Created September 26, 2023 14:45
{
"$schema": "http://-schema.org/draft-07/schema#",
"type": "object",
"additionalProperties": false,
"properties": {
"name": {
"type": "string",
"pattern": "^(?!_)(?!.*_$)[a-z][a-z0-9_]*$"
},
@mlgruby
mlgruby / b3cfa160-c1f1-46a5-9dec-d4984493d45a.json
Created September 21, 2023 07:55
{
"name": "hairstyles_split_09_2023",
"id": "5E11AD9C-0645-47AF-9A7A-9C5B744CE352",
"description": "Experiment for defining the behaviour of the split Hairstyles feature.",
"type": "AB_TEST",
"revision": 1,
"variants": [
{
"canonicalName": "baseline",
@mlgruby
mlgruby / 5253394c-e972-4c9f-b548-fea2a8c96b37.json
Created September 21, 2023 07:27
{
"name": "hairstyles_split_09_2023",
"id": "5E11AD9C-0645-47AF-9A7A-9C5B744CE352",
"description": "Experiment for defining the behaviour of the split Hairstyles feature.",
"type": "AB_TEST",
"revision": 1,
"variants": [
{
"canonicalName": "baseline",
@mlgruby
mlgruby / 15aec7ea-33cb-4e10-93b1-afd4e8e061c0.json
Created September 14, 2023 11:46
{
"name": "viral_screenshot_09_2023",
"description": "A/B test for viral screenshot feature",
"type": "AB_TEST",
"variants": [
{
"canonicalName": "baseline",
"displayName": "baseline",
"description": "Baseline variant",
@mlgruby
mlgruby / d5547810-e9c1-4f79-a62d-8f3f465b73ef.json
Created September 12, 2023 09:07
{
"name": "hairstyles_split_09_2023",
"description": "placeholder",
"type": "AB_TEST",
"variants": [
{
"canonicalName": "baseline",
"displayName": "Baseline",
"description": "Baseline variant",
@mlgruby
mlgruby / 0cc8fca8-0532-40af-950b-468be553a71e.json
Created September 12, 2023 09:07
{
"name": "hairstyles_split_09_2023",
"description": "placeholder",
"type": "AB_TEST",
"variants": [
{
"canonicalName": "baseline",
"displayName": "baseline",
"description": "Baseline variant",
@mlgruby
mlgruby / 1489f94d-e4d2-4be7-9399-d3098e818ab7.json
Created September 12, 2023 09:06
{
"name": "hairstyles_split_09_2023",
"description": "placeholder",
"type": "AB_TEST",
"variants": [
{
"canonicalName": "baseline",
"displayName": "baseline",
"description": "Baseline variant",